Dhwani Tank
Woodbury Heights,NJ
Summary
Logical data analyst skilled in requirement analysis, software development and database management. Self-directed and proactive professional with several years of vast experience collecting, cleaning and interpreting data sets. Natural problem-solver possessing strong cross-functional understanding of information technology and business processes.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Security Intern
WSFS Bank
Philadelphia, Pennsylvania
06.2024 - 08.2024
- Led DLP solution implementation using Forcepoint and Varonis in a cross-functional team, ensuring compliance and effectively communicating strategies with stakeholders
- Collaborated to automate user account creation with Bash scripts, reducing manual tasks by 80%, and analyzed DLP alerts to identify trends and enhance security measures
- Partnered with analysts and stakeholders to manage large datasets, ensure data quality, and present insights using Tableau and Power BI for informed decision-making
Assistant Manager
Reliance Jio
Mumbai, Maharashtra
11.2021 - 12.2022
- Directed the QA process for JioMeet, focusing on diverse testing strategies like usability, functional, regression, and cross-platform interoperability to uphold software quality
- Streamlined agile development by reducing duplicate bug reports by 75% and prioritizing critical fixes, collaborating with cross-functional teams
- Enhanced testing efficiency using automation tools and frameworks, aligning technical execution with user needs
Software Engineer Intern
Ajackus
Mumbai, Maharashtra
07.2021 - 09.2021
- Developed user interfaces using HTML, CSS, JavaScript, and React, ensuring they were accessible and responsive
- Provided mentorship on Git and front-end integration, enhancing overall team performance
- Collaborated with back-end developers to ensure smooth integration of front-end components
Education
Master of Science - Data Science
Rowan University
Glassboro, New Jersey12.2024
Bachelor's - Computer Engineering
University of Mumbai
Mumbai, Maharashtra06.2021
Skills
Technical Skills:
- Programming Languages: Python, C, C, R, SQL, DAX
- Data Visualization & BI Tools: Tableau, Power BI, Power Query, Power Pivot
- Data Management & ETL: Data Warehouse, Snowflake, Neo4j, Redis, Kafka, Hadoop, Apache Spark, Microsoft SQL Server, Databricks, OpenRefine, Excel, Git, Jupyter Notebook
- Big Data Technologies: Big Data, Hadoop, Apache Spark, Kafka, Redis
- Machine Learning & AI: PyTorch, TensorFlow, NLP (Natural Language Processing), LLM (Large Language Models), Transformers, Hugging Face
- Risk & Incident Management: Risk Assessment (NIST, COBIT, CIS, ITIL), Data Loss Prevention (Forcepoint, Varonis), Incident Management, Vendor Management
- Statistical & Analytical Skills: Hypothesis Testing, Sampling, Regression Analysis, Principal Component Analysis (PCA), Multivariate Analysis, Linear Algebra, Univariate Statistics
- Methodologies: Six Sigma, ETL
Leadership & Interpersonal Skills:
- Team Collaboration, Stakeholder Communication, Project Management, Conflict Resolution, Cross-Functional Team Leadership, Strategic Planning
Interests:
- Data Science & Analytics, Machine Learning & Predictive Modeling, Data Visualization & Business Intelligence, Emerging Technologies & Big Data Solutions
Projects
VAST Challenge MC2 || Visual Analytics || Tableau || D3.js
- Identified anomalies in 138,824 rows of waterway data using OpenRefine, proposed improvements in sampling methods, and visualized findings with D3.js and Tableau.
- Created a radial chart with D3.js to track 112 chemicals and highlight 12 toxic variants, facilitating better understanding and decision-making.
Big Data Project Management and Visualization || Python || Redis || Tableau || Data Visualization
- Managed a 100,000-row dataset with Redis, implementing caching strategies and optimizing data structures for enhanced performance and real-time access.
- Created interactive dashboards and visualizations in Tableau, transforming complex datasets into actionable insights to support strategic decision-making.
Data Warehouse Integration and Business Intelligence || Python || ETL || Data Profiling
- Directed the calculation, analysis, and consolidation of yearly sales data, ensuring accurate and comprehensive reporting while optimizing data integrity through profiling.
- Oversaw the ETL process for integrating data from multiple sources into a data warehouse, designed fact tables, and collaborated with teams to align data marts for unifiedreporting.
Certification
- Getting started with Python (Coursera)
- Introduction to Data Science in Python (Coursera)
Languages
English
Full Professional
Hindi
Professional
Gujarati
Native/ Bilingual
References
References available upon request.
Timeline
Data Security Intern
WSFS Bank
06.2024 - 08.2024
Assistant Manager
Reliance Jio
11.2021 - 12.2022
Software Engineer Intern
Ajackus
07.2021 - 09.2021
Master of Science - Data Science
Rowan University
Bachelor's - Computer Engineering
University of Mumbai
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